• Human-Centric AI and Decision Support Systems

• Fairness and Ethics in Machine Learning

• Predictive Analytics for Educational Success

• Scalable AI Architectures

• Ethical Data Governance and Privacy in Predictive Modeling

• Data-Driven Pedagogy and Software Engineering Education within STEM Curricula

• Translational AI for Societal Impact

Current Teaching

CSC7071 Cloud Computing (Msc Software Development) - 2021 - Present

CSC3065 Cloud Computing (UG Computer Science and Software Engineering) - 2022 - Present

Previously

CSC2053 Introduction to Enterprise Computing - Spring Semester 2022

Academic Advisor (International), NIELIT Imphal

• International Academic Advisor: Appointed to guide curriculum development in AI, Quantum, and Cloud Computing at NIELIT Imphal.

• Research Supervision: Co-supervising and mentoring Master's and PhD scholars in emerging tech sectors.

• Program Design: Developing joint academic training initiatives to align educational frameworks with rapid technological advancements.

Leadership & Academic Service

• Advisor of Studies (AoS) in Software Engineering (Sep 2025 - Present): Currently leading AoS role for the Software Engineering Programme for 425 students.
• AoS in CIT (Feb 2022 - Present): Leading AoS role for CIT programme for 4 consecutive academic years, for a cohort (ranging from 59 to 186 students annually).
• Peer Observer (2024 - Present) : Serving as a Peer Observer for staff within the School of Electronics, Electrical Engineering and Computer Science (EEECS), fostering teaching excellence through constructive evaluation.
• QMA (Mentor and Assessor) (2025- Present) Actively contributing as a QMA both as Mentor and Assessor, guiding staff through professional accreditation and standards.

Committee Leadership & Student Welfare (Sept 2022 – Present)

• Working Committee Lead (2023-2024): Chaired the CIT Programme Working Committee, driving departmental initiatives and administrative improvements.
• Green Dot Bystander Trainer (Oct 2025 - Present): Lead Green Dot Bystander Trainer for EEECS; delivering faculty-wide training focused on intervention strategies and building a safe, inclusive campus culture.